---
license: cc-by-nc-4.0
task_categories:
- text-generation
language:
- en
tags:
- synthetic
- B2B
- healthcare
- privacy-safe
size_categories:
- n<1K
pretty_name: Pharmacy_Rx_Questions
---

# Pharmacy_Rx_Questions (Synthetic B2B Dataset Preview)

**Add me on Discord: `xomohappy` for access support, delivery questions, or product questions about this premade commercial dataset.**

This is a premium, privacy-compliant, industry-safe synthetic dataset simulating **Pharmacy Prescription Inquiries & Advisory Logs** for B2B applications.

## About this Dataset

This dataset is generated programmatically using large language models combined with a strict data curation and validation layer.

* **Privacy-safe:** Contains synthetic names, phone numbers, and company identifiers.
* **Structured and verified:** Schema-validated, formatted, and deduplicated to reduce model overfitting risk.
* **Target AI use case:** Digital pharmacy apps building automated medication adherence bots.
* **Category:** Healthcare

## Schema Definition

Each record contains the following fields:

* `inquiry_id` (str): Pre-assigned Inquiry ID (e.g. RX-FAQ-XXXX)
* `patient_name` (str): Pre-assigned Patient Name
* `medication_name` (str): Prescribed drug (e.g. Lisinopril, Metformin, Atorvastatin)
* `patient_question` (str): Inquiry regarding side effects, drug interactions, or missed doses
* `pharmacist_advice` (str): HIPAA-compliant, clinically accurate pharmacist advisory response

---

## Get the Commercial Version

Need a larger dataset for production fine-tuning? The matching private repo is `HaseebDev/pharmacy_rx_questions-commercial` and is available under a **commercial license**.

* **Payment:** Lemon Squeezy hosted checkout.
* **Delivery:** Lemon Squeezy checkout with secure commercial delivery after purchase
* **Typical commercial package:** 10,000+ records, schema documentation, and quality audit report.

**[Open the commercial access page](https://haseebdev.github.io/synthetic-data-checkout/commercial-access.html?niche=pharmacy_rx_questions&demo_repo=HaseebDev%2Fpharmacy_rx_questions&commercial_repo=HaseebDev%2Fpharmacy_rx_questions-commercial&checkout_url=https%3A%2F%2Fsyntheticdatasetlab.lemonsqueezy.com%2Fcheckout%2Fbuy%2F431fde4c-a3ff-4587-825b-7ec496b1e98e%3Fcheckout%255Bcustom%255D%255Bdataset%255D%3Dpharmacy_rx_questions%26checkout%255Bcustom%255D%255Bdemo_repo%255D%3DHaseebDev%252Fpharmacy_rx_questions%26checkout%255Bcustom%255D%255Bcommercial_repo%255D%3DHaseebDev%252Fpharmacy_rx_questions-commercial%26utm_source%3Dhuggingface%26utm_medium%3Ddataset_card%26utm_campaign%3Dpharmacy_rx_questions)**

## Quality Audit

# Dataset Quality Report

## Executive Summary

| Metric | Value |
| :--- | :--- |
| Status | **PASS** |
| Quality Score | **94/100** |
| Records Audited | 100 |
| Niche | Pharmacy Prescription Inquiries & Advisory Logs |
| Category | Healthcare |

## Quality Gates

| Dimension | Result |
| :--- | :--- |
| Schema Conformance | 100.0% (100/100) |
| Duplicate Rows | 0 |
| Duplicate Identity Values | 0 |
| Non-Synthetic Phone Risk | 0 |
| Email Address Count | 0 |
| Max Fuzzy Similarity | 0.445 |
| Average Words Per Descriptive Field | 140.78 |
| Vocabulary Diversity | 0.868 |
| Repeated Phrase Count | 446 |
| Domain Keyword Coverage | 0.7 |

## Buyer Assurance

This dataset was checked with deterministic local tooling before publication. The audit verifies schema consistency, uniqueness, text depth, duplicate risk, repeated wording, domain terminology coverage, and obvious PII leakage patterns.

## Findings

- **MINOR**: 446 repeated four-word phrase pattern(s) detected.